saman-rahbar

gpt-poet-service

workshop_semantic_segmentation

Work shop for semantic segmentation- Data, train and inference scripts

Tree_search

Basic introduction and coding to tree_search and A* algorithms

AI-Winter-School

UCalgary - Vision Lab tutorials

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

dlib

A toolkit for making real world machine learning and data analysis applications in C++

silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

awesome-compose

Awesome Docker Compose samples

Leetcode

🎓Leetcode solutions in Python 📚

audio-SNR

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

Human-in-the-Loop-RL

Reinforcement learning with human feedback (RLHF) to Personalize Hearing Enhancement

MIMIC_Extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

EnvironmentalSoundClassification

Here, an algorithm to classify environmental sounds with the aim of providing contextual information to devices such as hearing aids for optimum performance is proposed. We use signal sub-band energy to construct signal-dependent dictionary and matching pursuit algorithms to obtain a sparse representation of a signal. The coefficients of the sparse vector are used as weights to compute weighted features. These features, along with mel frequency cepstral coefficients (MFCC), are used as feature vectors for classification. Experimental results show that the proposed method gives an accuracy as high as 95.6 %, while classifying 14 categories of environmental sound using a Gaussian mixture model (GMM). For more details, please refer to [1].

models

Models and examples built with TensorFlow

Active-Noise-Cancellation

eidos-audition

Collection of auditory models.

py-webrtcvad

Python interface to the WebRTC Voice Activity Detector

pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

speaker_diarization

HearingLossSimulator

Near real time hearing loss simulator in python based on Compressive Gammachirp.

audiometer

Computer-controlled software audiometer (student project)

audio-datasets

open-source audio datasets

clean-code-python

:bathtub: Clean Code concepts adapted for Python

neurohack-2016-starterkit

neurohack starter kit

rocket

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

Docs

Deprecated OpenBCI Docs

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

dynamic-spatial-filtering

Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021

libermate

DEPRECATED use https://github.com/victorlei/smop instead LiberMate - A MATLAB to Python (SciPy/NumPy) Translator